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---
license: cc-by-2.0
library_name: gguf
pipeline_tag: text-generation
---
* GGUF importance matrix (imatrix) quants for https://huggingface.co/ShinojiResearch/Senku-70B-Full
* The importance matrix was trained for ~50K tokens (105 batches of 512 tokens) using a [general purpose imatrix calibration dataset](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384).
* The [imatrix is being used on the K-quants](https://github.com/ggerganov/llama.cpp/pull/4930) as well.
**2024-02-26**: Updating quants - IQ3_M/IQ3_S/IQ3_XS and IQ2_M/IQ2_S (requires latest commit [a33e6a0d](https://github.com/ggerganov/llama.cpp/commit/a33e6a0d2a66104ea9a906bdbf8a94d050189d91)).
| Layers | Context | Template |
| --- | --- | --- |
| <pre>80</pre> | <pre>32764</pre> | <pre><\|im_start\|>system<br>{instructions}<\|im_end\|><br><\|im_start\|>user<br>{prompt}<\|im_end\|><br><\|im_start\|>assistant<br>{response}</pre> |
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